BANGKOK—Asia is awash in rice, as favorable weather and government support for farmers combine to produce a bumper crop.

The glut is driving down prices for big rice importers in Africa and China. But consumers in some of the biggest rice-producing nations, including Thailand and India, are paying higher prices as surplus supplies sit in government warehouses. Asia's surplus will have little impact in the U.S., which produces...